File size: 971 Bytes
acdfbeb a185579 2650c60 ef19aee 2650c60 a185579 5fee1b4 5c90ecc |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 |
---
license: cc-by-4.0
---
UMG-41M is a component of our ECCV 2024 paper, UMG-CLIP. It includes tag and caption annotations at both the image level and pixel level, as well as segmentation masks for both the foreground and background of images from six public datasets: CC3M, CC12M, SBU, VG, YFCC15M, and IN21K.
An example for the annotations in UMG-41M:
<div align="center">
<img src="./example.pdf" alt="Example" align=center />
</div>
UMG-41M can be used in the following ways:
1. Unzip the zip packages of the individual subdatasets, each of which contains multiple subfolders. Each subfolder contains the JSON annotations corresponding to the images.
2. Download the data for the individual subdatasets from their respective websites, and place the corresponding PNG images in the same folders as the JSON annotations.
3. Use the WebDataset library to access this data in the code.
Our code for UMG-CLIP will be available at https://github.com/lygsbw/UMG-CLIP. |